Yangbo He
7 papers · 2015–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Half
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Interdisciplinary Bridge ยท Bronze
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Hot Topic Early Bird
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Research topics
Keywords
causal discovery
(3)
causal structure
(2)
markov equivalence class
(2)
causal effect
(2)
directed acyclic graph
(2)
causal inference
(2)
graphical model
(1)
latent variable
(1)
essential graph
(1)
causal effect identification
(1)
structural causal model
(1)
observational data
(1)
causal graph
(1)
linear non-gaussian model
(1)
causal network
(1)
backdoor adjustment
(1)
background knowledge
(1)
interaction effect
(1)
partial directed acyclic graph
(1)
causal attribution
(1)
Papers
On the Representation of Pairwise Causal Background Knowledge and Its Applications in Causal Inference
JMLR 2025
Conditional counterfactual causal effect for individual attribution
UAI 2023
Identification of Linear Non-Gaussian Latent Hierarchical Structure
ICML 2022
Collapsible IDA: Collapsing Parental Sets for Locally Estimating Possible Causal Effects
UAI 2020
IDA with Background Knowledge
UAI 2020
Local Causal Network Learning for Finding Pairs of Total and Direct Effects
JMLR 2020
Counting and Exploring Sizes of Markov Equivalence Classes of Directed Acyclic Graphs
JMLR 2015